Engineering Pods Won’t Fix a Broken Roadmap
A pod ships faster, but if roadmap direction keeps changing, that velocity gets erased. Here’s how to tell if your bottleneck is headcount or leadership.
Fractional CTO
Inference Costs Are the Line Item Founders Forget to Model
Founders model AI unit economics like SaaS hosting. Inference scales with usage, not seats, and that gap shows up right when it hurts most.
Engineering Pods vs In-House Hires: A Founder’s Cost Model
A side-by-side cost, ramp-time, and flexibility model for founders deciding between an engineering pod and permanent hires before a build sprint.